Fold 2 - Understanding why coefficient 23 was selected
Tag: NUGGETS NOVELTIES
Selected Coefficient: 23
Taxonomy Path: 23
Taxonomy Name: Sporting Goods
Products with this tag: 3
Unique residual values tried: 2
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| 23 | 1.000000 | 23 | 23 (23) | Sporting Goods | Yes |
| 3977728 | 2.000000 | 24.5.8.11 | 11.8.5.24 (11*71^3 + 8*71^2 + 5*71 + 24) | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Stuffed Animals | No |
These are the training products that have the "NUGGETS NOVELTIES" tag (processing sequence 1772). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 1280 | Rocky Claws Plush | 3977728 | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Stuffed Animals | none | 3977705 | none | |
| 685 | Nuggets Big Foam Fan Chain - Primary Logo | 23 | Sporting Goods | none | 0 | none | |
| 1220 | Nuggets Maxie The Miner Pennant | 23 | Sporting Goods | none | 0 | none |